Electives notes — Pokhara University BE Computer Engineering

Electives notes for Pokhara University BE Computer Engineering (BECE): Big Data Technologies, Natural Language Processing, Cybersecurity, .NET Development, Gen…

Subjects

• Big Data Technologies (CMP 438, 3 credits) — 1 files. Storing and processing large-scale data: big data concepts, Hadoop and HDFS, MapReduce, Spark, NoSQL databases, and data processing pipelines.
• Natural Language Processing (CMP 459, 3 credits) — 4 files. Teaching computers to work with human language: text preprocessing, text representation, language models, text classification, word embeddings, and transformer models.
• Cybersecurity (ELECTIVE, 3 credits) — 1 files. Protecting systems and data: security principles, threats and vulnerabilities, cryptography, network and web security, and security management.
• .NET Development (ELECTIVE, 3 credits) — 7 files. Building applications on the .NET platform: C#, object-oriented programming, ASP.NET web applications, data access, and application development.
• Generative AI (ELECTIVE, 3 credits) — 12 files. Modern generative AI: neural networks and deep learning foundations, large language models, prompting, and building applications with generative models.
• Information System Audit (ELECTIVE, 3 credits) — 1 files. Auditing information systems: IT governance and controls, audit processes and standards, risk assessment, and information security auditing.
• Mobile App Development (ELECTIVE, 3 credits) — no notes yet. Building mobile applications: app architecture, user interface design, platform development, data storage, and publishing apps.
• General resources — 1 files